Douglas M. Donnelly

Using Machine Learning Algorithms to Predict Immunotherapy Response in Patients with Advanced Melanoma

Paul Johannet, Nicolas Coudray, Douglas M. Donnelly et al. · Clinical Cancer Research · 2020 · 183 citations · Full text

Medicine, Immunology, Oncology +17

The complex relationship between body mass index and response to immune checkpoint inhibition in metastatic melanoma patients

Douglas M. Donnelly, Shirin Bajaj, Jae-Hong Yu et al. · Journal for ImmunoTherapy of Cancer · 2019 · 102 citations · Full text

Life Sciences, Immunology, Oncology +17

Baseline prognostic nutritional index and changes in pretreatment body mass index associate with immunotherapy response in patients with advanced cancer

Paul Johannet, Amelia Sawyers, Yingzhi Qian et al. · Journal for ImmunoTherapy of Cancer · 2020 · 95 citations · Full text

Medicine, Nutrition, Oncology +17

Melanoma Prognosis: Accuracy of the American Joint Committee on Cancer Staging Manual Eighth Edition

Shirin Bajaj, Douglas M. Donnelly, Melissa Call et al. · JNCI Journal of the National Cancer Institute · 2020 · 59 citations · Full text

Medicine, Clinical Sciences, Oncology +17

A Deep Learning Approach for Rapid Mutational Screening in Melanoma

Randie H. Kim, Sofia Nomikou, Nicolas Coudray et al. · bioRxiv (Cold Spring Harbor Laboratory) · 2019 · 52 citations · Full text

Medicine, Computer Science, Oncology +17